The DOI matches its Crossref record; 3 of the 3 references it cites were found in a registry or an index.
Accurate secondary structure prediction and fold recognition for circular dichroism spectroscopy
Open accessAbstract
Significance: Circular dichroism (CD) spectroscopy is widely used for protein secondary structure analysis. However, quantitative estimation for β-sheet–containing proteins is problematic due to the huge morphological and spectral diversity of β-structures. We show that parallel/antiparallel orientation and twisting of β-sheets account for the observed spectral diversity. Taking into account the twist of β-structures, our method accurately estimates the secondary structure for a broad range of protein folds, particularly for β-sheet–rich proteins and amyloid fibrils. Moreover, the method can predict the protein fold down to the topology level following the CATH classification. We provide a general tool for a quick and reliable structure analysis using conventional or synchrotron radiation CD spectroscopy, which is especially useful when X-ray or NMR techniques fail.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
Kabsch, W., & Sander, C. (1983) · Biopolymers · doi:10.1002/bip.360221211 · Cited by 15,320
FTIR reveals structural differences between native β‐sheet proteins and amyloid fibrils
Zandomeneghi, G., Krebs, M. R. H., McCammon, M. G., & Fändrich, M. (2004) · Protein Science · doi:10.1110/ps.041024904 · Cited by 725
Coleman, T. F., & Li, Y. (1996) · SIAM Journal on Optimization · doi:10.1137/s1052623494240456 · Cited by 604
Research works printed but not linked: 38
- 10.1016/0076-6879(95)46006-3 · DOI · Paper page
- 10.1529/biophysj.106.103515 · DOI
- 10.1017/S003358351000003X · DOI
- 10.1107/S0909049500009262 · DOI
- 10.1038/nprot.2006.202 · DOI · Paper page
- B Woollett L Whitmore RW Janes BA Wallace ValiDichro: A website for validating and quality control of protein circular dichroism spectra. Nucleic Acids Res 41(Web Server issue):W417–W421. (2013). · DOI
- 10.1093/nar/gkq1026 · DOI
- 10.1093/bioinformatics/btl327 · DOI · Paper page
- 10.1016/S0022-2836(77)80200-3 · DOI · Paper page
- 10.1016/S0969-2126(97)00260-8 · DOI · Paper page
- 10.1016/j.ab.2009.03.036 · DOI
- 10.1006/abio.2001.5420 · DOI
- 10.1016/j.brainres.2010.07.061 · DOI
- 10.1038/nature02264 · DOI · Paper page
- 10.1110/ps.0235003 · DOI
- 10.1006/jmbi.2001.5385 · DOI
- 10.1016/0022-2836(73)90022-3 · DOI · Paper page
- 10.1016/S0076-6879(73)27030-1 · DOI · Paper page
- 10.1110/ps.8.2.370 · DOI · Paper page
- 10.1021/bi00504a006 · DOI
- 10.1006/abio.2000.4880 · DOI · Paper page
- 10.1186/1471-2105-7-507 · DOI
- 10.1093/protein/5.3.191 · DOI · Paper page
- 10.1016/0003-2697(92)90473-K · DOI
- 10.1016/0003-2697(87)90135-7 · DOI · Paper page
- 10.1016/0003-2697(92)90046-A · DOI · Paper page
- 10.1186/1472-6807-8-25 · DOI · Paper page
- 10.1002/prot.23188 · DOI · Paper page
- 10.1093/bioinformatics/btt278 · DOI · Paper page
- 10.1006/abio.1994.1470 · DOI
- 10.1038/nature05695 · DOI · Paper page
- 10.1016/S0076-6879(04)83013-1 · DOI · Paper page
- 10.1021/jp077462k · DOI
- ATB Gilbert JD Hirst Charge-transfer transitions in protein circular dichroism spectra. Theochem 675(1-3):53–60. (2004). · DOI
- 10.3233/BSI-140098 · DOI
- 10.1039/b200714b · DOI
- 10.1016/S1367-5931(00)00243-X · DOI
- 10.1039/b306055c · DOI
Cited by
Alrosan, M., Tan, T.-C., Easa, A. M., Gammoh, S., & Alu'datt, M. H. (2022) · Critical Reviews in Food Science and Nutrition · doi:10.1080/10408398.2021.1871589 · Cited by 104
McAvan, B. S., Bowsher, L. A., Powell, T., O’Hara, J. F., Spitali, M., Goodacre, R., & Doig, A. J. (2020) · Analytical Chemistry · doi:10.1021/acs.analchem.0c00627 · Cited by 61
Origin of the Reflectin Gene and Hierarchical Assembly of Its Protein
Guan, Z., Cai, T., Liu, Z., Dou, Y., Hu, X., Zhang, P., Sun, X., Li, H., Kuang, Y., Zhai, Q., et al. (2017) · Current Biology · doi:10.1016/j.cub.2017.07.061 · Cited by 52
Sharma, S., Nehru, B., & Saini, A. (2017) · Neurochemistry International · doi:10.1016/j.neuint.2017.06.011 · Cited by 48
MOSPD2 is an endoplasmic reticulum–lipid droplet tether functioning in LD homeostasis
Zouiouich, M., Di Mattia, T., Martinet, A., Eichler, J., Wendling, C., Tomishige, N., Grandgirard, E., Fuggetta, N., Fromental-Ramain, C., Mizzon, G., et al. (2022) · Journal of Cell Biology · doi:10.1083/jcb.202110044 · Cited by 40
Advances in monitoring and control of refolding kinetics combining PAT and modeling
Pauk, J. N., Raju Palanisamy, J., Kager, J., Koczka, K., Berghammer, G., Herwig, C., & Veiter, L. (2021) · Applied Microbiology and Biotechnology · doi:10.1007/s00253-021-11151-y · Cited by 25
Dominguez, M. J., McCord, J. J., & Sutton, R. B. (2022) · PLOS ONE · doi:10.1371/journal.pone.0270188 · Cited by 24
Fan, Y., Guo, Y. R., Yuan, W., Zhou, Y., Holt, M. V., Wang, T., Demeler, B., Young, N. L., Zhong, W., & Tao, Y. J. (2017) · PLOS Pathogens · doi:10.1371/journal.ppat.1006231 · Cited by 17
García-Ramírez, B., Mares-Mejía, I., Rodríguez-Hernández, A., Cano-Sánchez, P., Torres-Larios, A., Ortega, E., & Rodríguez-Romero, A. (2022) · Communications Biology · doi:10.1038/s42003-022-03718-w · Cited by 16
The Antimicrobial Peptides P-113Du and P-113Tri Function against Candida albicans
Lin, G.-Y., Chen, H.-F., Xue, Y.-P., Yeh, Y.-C., Chen, C.-L., Liu, M.-S., Cheng, W.-C., & Lan, C.-Y. (2016) · Antimicrobial Agents and Chemotherapy · doi:10.1128/aac.00699-16 · Cited by 14
Structural properties of the HNF-1A transactivation domain
Kind, L., Driver, M., Raasakka, A., Onck, P. R., Njølstad, P. R., Arnesen, T., & Kursula, P. (2023) · Frontiers in Molecular Biosciences · doi:10.3389/fmolb.2023.1249939 · Cited by 10
Manzanilla-Valdez, M. L., Boesch, C., Martinez-Villaluenga, C., Montaño, S., & Hernández-Álvarez, A. J. (2024) · Food Hydrocolloids for Health · doi:10.1016/j.fhfh.2024.100191 · Cited by 10
Borrelia burgdorferi PlzA is a cyclic‐di‐GMP dependent DNA and RNA binding protein
Jusufovic, N., Krusenstjerna, A. C., Savage, C. R., Saylor, T. C., Brissette, C. A., Zückert, W. R., Schlax, P. J., Motaleb, M. A., & Stevenson, B. (2024) · Molecular Microbiology · doi:10.1111/mmi.15254 · Cited by 7
Computational generation of proteins with predetermined three-dimensional shapes using ProteinSolver
Strokach, A., Becerra, D., Corbi-Verge, C., Perez-Riba, A., & Kim, P. M. (2021) · STAR Protocols · doi:10.1016/j.xpro.2021.100505 · Cited by 6
Michaelis, M., Cupellini, L., Mensch, C., Perry, C. C., Delle Piane, M., & Colombi Ciacchi, L. (2023) · Chemical Science · doi:10.1039/d3sc02202a · Cited by 6
LC8 enhances 53BP1 foci through heterogeneous bridging of 53BP1 oligomers
Howe, J., Walker, D., Tengler, K., Sonpatki, M., Reardon, P. N., Leung, J. W., & Barbar, E. J. (2025) · eLife · doi:10.7554/elife.102179 · Cited by 4
The N-terminal order-disorder transition is a critical determinant for a metamorphosis of IscU
Na, J., Heo, J., Jeong, M., Kim, B. S., Ji, S., Ko, Y. H., Shafiei, A., Baldir, N., DeMirci, H., Yu, W., et al. (2025) · International Journal of Biological Macromolecules · doi:10.1016/j.ijbiomac.2025.146969 · Cited by 3
Pires, I., Hung, Y.-F., Bergmann, U., Molloy, J. E., & Kursula, I. (2022) · Journal of Biological Chemistry · doi:10.1016/j.jbc.2022.102634 · Cited by 1
Dluhosch, D., Kersten, L. S., Minges, A., Schott-Verdugo, S., Gohlke, H., & Groth, G. (2025) · doi:10.1101/2025.01.21.634023
Lubricin’s Mucin Domain Has Strong Polyproline Type II Helical Character
Feng, B. (., Marks, A. J., Kim, F. S., Naik, M., Schmidt, T. A., Elsaid, K. A., Jay, G. D., & Rubenstein, B. M. (2026) · Computational and Structural Biotechnology Journal · doi:10.34133/csbj.0021
Metadata
- Authors
- Micsonai, A., Wien, F., Kernya, L., Lee, Y.-H., Goto, Y., Réfrégiers, M., & Kardos, J.
- Venue
- Proceedings of the National Academy of Sciences
- Published
- 2015-06-02
- Volume
- 112
- Issue
- 24
- Pages
- E3095-103
- ISSN
- 0027-8424 (ISSN-L)
- 1091-6490
- OpenAlex
- W1588979652
- Cited by
- 1,703
- References
- 3
- FWCI
- 41.81
- Type
- journal article
- Language
- en
- Open access
- bronze
- Funders
- Országos Tudományos Kutatási Alapprogramok (81950)
- Hungarian National Research, Development and Innovation Office (KTIA_NAP_13-2-2014-0017)
- SOLEIL Synchrotron (20140646, 20130475, 20120589, 201110054, 20110405)
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review
Data sources
Bibliographic data: Semantic Scholar, OpenAlex, Crossref.
Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.